Files
rose-ash/plans/mod-on-sx.md
giles 538b8a53e0
Some checks failed
Test, Build, and Deploy / test-build-deploy (push) Failing after 37s
plans: shared-plumbing extraction note — defer to post-merge integration
mod-sx (Prolog) and acl-sx (Datalog) converged on the same module shape but run
on different engines. Only the audit log + fed trust/outbox shapes truly share;
extract at the architecture-merge point refactoring both consumers atomically,
not unilaterally from a loop branch.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 22:20:52 +00:00

439 lines
29 KiB
Markdown

# mod-on-sx: Moderation on Prolog
rose-ash needs moderation infrastructure: reports flagged by users, automated
classifications (spam, abuse), tiered escalation (auto → human → appeal), audit
trails. Each decision is the conclusion of a backtracking search over evidence and
policy rules — exactly what Prolog does.
Where acl-sx says "may this happen?", mod-sx says "should this stay?" The former is
a positive decision (proof of grant); the latter often a negative one (proof of
violation), and policy chains naturally backtrack: if the first rule doesn't apply,
try the next.
End-state: a Prolog-on-SX layer for moderation policy declaration and evaluation,
with persistent report lifecycle, audit log, escalation state machine, and
federation extension.
## Status (rolling)
`bash lib/mod/conformance.sh`**390/390** (roadmap + 19 extensions complete)
## Ground rules
- **Scope:** only touch `lib/mod/**` and `plans/mod-on-sx.md`. Do **not** edit
`spec/`, `hosts/`, `shared/`, `lib/prolog/**`, or other `lib/<lang>/`. You may
**import** from `lib/prolog/` (public API in `lib/prolog/prolog.sx`); do **not**
modify Prolog.
- **Shared-file issues** go under "Blockers" with a minimal repro; do not fix here.
- **SX files:** use `sx-tree` MCP tools only.
- **Architecture:** policies are Prolog rules over `report(...)` and `evidence(...)`
facts. Decisions are query results. Proof trees become audit records. The state
machine for report lifecycle is separate (an SX module on top).
- **Shared with acl-sx:** rule-engine plumbing may be liftable into `lib/guest/`.
Watch for it; flag in Progress log but do not extract until both subsystems are
past Phase 2.
- **Commits:** one feature per commit. Keep Progress log updated and tick boxes.
## Architecture sketch
```
Report Decision
{:by :about :reason :at} {:action :proof :next-state}
│ ▲
▼ │
lib/mod/schema.sx lib/mod/engine.sx
— report/4, evidence/2, — query Prolog with report fact
classification/3 predicates — extract proof tree
│ ▲
▼ │
lib/mod/policy.sx lib/mod/lifecycle.sx
— rule syntax → Prolog — state machine
— action heads: — open → triaged → decided
{:keep :hide :remove — appeal handling
:escalate :ban} │
│ ▼
▼ lib/mod/audit.sx
lib/mod/api.sx — append-only decision log
— (mod/report ...) — proof tree persistence
— (mod/decide report) — query API
— (mod/appeal id)
lib/mod/fed.sx
— cross-instance reports via fed-sx
— decision sharing / trust model
```
## Phase 1 — Report representation + simple policy
- [x] `lib/mod/schema.sx``report(id, by, about)`, `classification(id, kind)`,
`report_count(subject, n)` Prolog facts; keyword classifier derives evidence
- [x] `lib/mod/policy.sx``mod/mk-rule` + ordered `mod/default-rules`; conditions
(`:classification`, `:count-at-least`) compile to Prolog goals; `policy_action/3`
clauses, last clause `true` so every report yields at least `:keep`
- [x] `lib/mod/engine.sx``(mod/decide-report r reports rules)` queries
`policy_action(Id, Action, Rule)` with `pl-query-one` (clause order = precedence);
returns a decision dict `{:action :rule :report-id :proof}` carrying the why
- [x] `lib/mod/api.sx` — registry + `(mod/report by about reason)`, `(mod/decide id)`
- [x] `lib/mod/tests/decide.sx` — 31 cases: spam/abuse keyword, repeated→escalate,
no-rule→keep, precedence (spam beats repeated), proof shape, registry ids
- [x] `lib/mod/scoreboard.{json,md}`
- [x] `lib/mod/conformance.sh`
## Phase 2 — Evidence + audit trail
- [x] evidence accumulation — `report :evidence` list; `mod/attach-evidence` +
api `mod/add-evidence`; asserted as `evidence(Id, 'kind', 'val')` facts;
new `:evidence` condition + `reviewer-remove` rule consume it
- [x] proof tree from Prolog derivation — `mod/proof-goals` re-queries each body
goal (id bound) against the same DB, recording goal text, solved?, and the
bindings that satisfied it (e.g. count goal yields N=3, S=subject)
- [x] `lib/mod/audit.sx` — append-only log: monotonic `:seq`, decision + proof +
evidence snapshot; never mutates prior entries
- [x] `(mod/audit id)` retrieval (+ `mod/audit-latest`, `mod/audit-all`, count)
- [x] `lib/mod/tests/audit.sx` — 29 cases: proof goal text/bindings, evidence-driven
decisions, append-only ordering, per-report retrieval, snapshot-at-decision-time
## Phase 3 — Escalation + lifecycle state machine
- [x] state machine: `lib/mod/lifecycle.sx` — `:open → :triaged → :decided →
:appealed → :final` as a pure SX module over the engine; transition table guards
illegal moves (sets `:error`, leaves state); immutable cases with `:history`
- [x] auto-tier: `mod/case-triage` runs the engine; terminal action (hide/remove/
keep) → tier `auto`, `mod/case-resolve` advances to `:decided`
- [x] human-tier: `:escalate` action → tier `human`; `mod/case-resolve` is blocked
(sets `:error`); `mod/case-review` attaches evidence, re-decides, advances
- [x] appeal: `mod/case-appeal` attaches appeal evidence + re-runs the engine; new
`exonerated-keep` rule (top precedence) lets exoneration override a prior `:hide`
- [x] `(mod/appeal id new-evidence)` API — lifecycle façade over a case registry in
api.sx (`mod/triage` / `resolve` / `review` / `appeal` / `finalize`), logging
each committed decision to the audit trail
- [x] `lib/mod/tests/escalation.sx` — 46 cases: transition guards, auto/human tiers,
blocked resolve, full appeal-override traversal, history, api façade
## Phase 4 — Federation
- [x] cross-instance reports — `mod/fed-receive-report peer …` ingests a peer's
report into the local registry, tagging origin; `mod/report-origin` resolves it
(local reports default to `"local"`); the engine decides federated reports
unchanged
- [x] decision sharing — `mod/fed-share-decision decision peers` pushes messages to
the mock outbox (`mod/fed-send!` is the seam the real fed-sx transport replaces)
- [x] trust model — `mod/fed-receive-decision` applies a peer's decision locally
ONLY when `(mod/trusted? peer :mod)`; otherwise it lands in the advisory log,
unapplied. `mod/grant-trust` / `mod/revoke-trust` manage the trust registry
- [x] revocation — `mod/fed-revoke!` marks the applied action revoked + emits a
revocation message to the origin; `mod/fed-revoke-if-invalidated` re-runs the
engine and revokes only when the action no longer holds (proof invalidated)
- [x] `lib/mod/tests/fed.sx` — 26 cases: trust grant/scope/revoke, cross-instance
ingest + origin, outbox sharing, advisory-vs-trusted apply, revocation +
invalidation (exoneration flips hide→keep → revoked)
## Extensions (post-roadmap)
- [x] **Ext 1 — negation-as-failure** (`lib/mod/tests/extensions.sx`, +14). Report
`:attrs`; policy conditions `(:attr "x")` → `attr(Id, x)` and `(:not <cond>)` →
`not(<cond>)` (the Prolog supports `not/1` and `\+/1` as *functors*, not the
prefix `\+` operator). Closed-world example: "hide spam UNLESS author verified".
Default policy untouched — demonstrated via custom rule sets, so all 132 base
tests stay green.
- [x] **Ext 2 — weighted/aggregate scoring** (+8). Report `:signals` ({:kind
:weight}) project to `signal(Id, 'kind', weight)` facts; condition
`(:score-at-least N)` → `aggregate_all(sum(W), signal(Id, _, W), T), T >= N`.
Many weak signals accumulate past a threshold — genuine Prolog arithmetic
aggregation. Default policy untouched.
- [x] **Ext 3 — proof explanation** (`lib/mod/explain.sx`, +10). `mod/explain`
renders a decision into a readable "why": action + rule, evidence line, and the
derivation goal-by-goal with `[proved]`/`[unproved]` marks and unification
bindings. E.g. `Report rc: escalate (rule: repeated-escalate)` … `[proved]
report(rc, B, S), report_count(S, N), N >= 3 {B=ann, N=3, S=dave}`.
- [x] **Ext 19 — end-to-end triage pipeline** (`lib/mod/pipeline.sx`, +15).
`mod/triage-pipeline domain r reports actor` runs a report through domain-policy
decision → explanation → AP activity → wire, returning the full bundle. The test
is a genuine integration across 5 modules including a federated handoff (market
decision → wire → peer → trust-gated apply). The capstone that proves the
independently-built modules compose.
- [x] **Ext 18 — ergonomic defrule / ruleset** (`lib/mod/defrule.sx`, +11). The
roadmap's `(defrule …)` surface, done with `&rest` variadics (no macro needed —
conditions are already plain data): `mod/defrule` collects trailing conditions,
`mod/ruleset` assembles rules. Produces structurally identical rules to `mk-rule`
and works in the engine unchanged.
- [x] **Ext 17 — per-domain policy registry** (`lib/mod/policies.sx`, +14).
`mod/register-policy! domain rules` + `mod/decide-in domain r reports` give each
rose-ash domain (blog/market/events/…) its own rule set; unregistered domains
fall back to default-rules so a new domain is never unmoderated. Same spam report
→ :remove under a strict market policy, :hide under blog's default.
- [x] **Ext 16 — ActivityPub-shaped export** (`lib/mod/activity.sx`, +17).
`mod/decision->activity` maps a decision to a moderation verb (remove→Delete,
ban→Block, hide/escalate→Flag, keep→no activity) shaped like an AP activity
({:type :actor :object :summary}), the precise mod action preserved in :action.
`mod/decisions->activities` batch-exports, dropping keeps — ready for the
platform's AP event bus / federated peers.
- [x] **Ext 15 — disjunctive conditions** (`policy.sx` + `tests/disjunction.sx`,
+10). `(:any (list c1 c2 …))` compiles to Prolog disjunction `(g1 ; g2 ; …)`,
completing the condition boolean algebra (AND via the :when list, `:not`, `:any`).
Composes recursively — `:any` over `:not`/`:attr`/classification, and ANDs with
other conditions in the same rule. One rule now covers "spam OR abuse".
- [x] **Ext 14 — decision wire format** (`lib/mod/wire.sx`, +16). The bytes that
cross `fed/fed-send!`: `mod/decision->wire` emits a versioned pipe-delimited line
(`MOD1|r1|hide|spam-hide`), `mod/wire->decision` parses it back (`mod/wire-valid?`
guards). Built `mod/split-char` over `slice`/`len` (loaded env has no split).
Integration test exercises the full path: serialize → wire → deserialize →
`fed-receive-decision` trust-gating (untrusted→advisory, trusted→applied).
- [x] **Ext 13 — SLA sweep over pending cases** (`lib/mod/sla.sx`, +15). Composes
lifecycle (Phase 3) with time (Ext 12): a timed-case pairs a case with the tick
it entered its state; `mod/overdue?` flags pending cases (open/triaged/appealed)
past a deadline; `mod/sla-sweep` returns the breached report ids. Terminal states
never breach. Pure overlay — lifecycle stays timeless, the caller stamps entry.
- [x] **Ext 12 — temporal burst detection** (`lib/mod/temporal.sx`, +15). Reports
gain an `:at` tick (deterministic, supplied — never clock-read).
`mod/decide-temporal now window` counts reports about the subject within
`[now-window, now]`, asserts `burst_count/2`, and a `(:burst-at-least K)` rule
fires only on a real burst. Verified: 3 reports at ticks 10/11/12 → hide;
3 reports at 1/2/12 (window 5) → keep, while the plain count rule escalates both.
- [x] **Ext 11 — batch triage + corpus analytics** (`lib/mod/batch.sx`, +17).
`mod/decide-batch` triages a queue; `mod/action-histogram` summarizes outcomes by
action; `mod/rule-coverage` / `mod/never-fired` measure which rules fire across a
corpus — the *empirical* complement to lint's static unreachable check (Ext 5):
lint finds rules that can't fire, never-fired finds rules that didn't.
- [x] **Ext 10 — policy what-if / impact** (`lib/mod/whatif.sx`, +13).
`mod/decision-diff` compares one report's action under two rule sets;
`mod/policy-impact` runs a batch and returns only the reports whose decision
flips; `mod/impact-count` / `mod/impact-report` summarize. Lets a team measure a
policy change before shipping it (e.g. "removing spam-hide flips r1 hide→keep").
- [x] **Ext 9 — policy dry-run trace** (`lib/mod/trace.sx`, +15). `mod/trace-rules`
evaluates a report against every rule and returns each rule's proved/unproved
status + its goal-by-goal derivation, so an unproved rule shows which goal
failed. `mod/first-proved` = the winner (engine precedence), `mod/proved-rules`
the full firing set, `mod/trace-report` a `[fires]`/`[ - ]` rendering. Answers
"why didn't my rule fire?" without instrumenting the engine.
- [x] **Ext 8 — quorum over distinct reporters** (`lib/mod/quorum.sx`, +9). Anti-
brigade: `(:reporters-at-least N)` compiles to `setof(Br, report(_, Br, Sr), Bsr),
length(Bsr, Nr), Nr >= N` — distinct reporters, not raw report count.
`mod/decide-quorum` asserts every report's `report/3` fact (the base engine only
asserts the decided one) so Prolog can aggregate reporters. Verified one user
filing 3 reports stays `:keep` under quorum while the count rule would escalate.
(Substrate note: `^` existential doesn't parse; `setof(B, p(_, B, S), …)` with `_`
yields the distinct set in a single solution here.)
- [x] **Ext 7 — repeat-offender escalation** (`lib/mod/offenders.sx`, +19). The
audit log as evidence: `mod/subject-sanctions` counts prior hide/remove/ban
decisions about a subject; `mod/decide-escalating id k` decides normally then
upgrades a *sanction* to `:ban` when the subject already has ≥k prior sanctions.
Non-sanction outcomes (keep/escalate) pass through untouched. First decision
whose input spans history beyond the single report — read from the trail, not
re-derived.
- [x] **Ext 6 — strictest-wins strategy** (`lib/mod/severity.sx`, +14). Alternative
to first-match: `mod/decide-strictest` collects every proven rule (`pl-query-all`)
and picks the highest-`mod/action-severity` action (keep<escalate<hide<remove<ban).
Diverges from the default engine when rule order and severity disagree. Same
decision shape + `:strategy`; engine untouched.
- [x] **Ext 5 — policy lint** (`lib/mod/lint.sx`, +14). Static analysis of a rule
set: `mod/unreachable-rules` flags rules placed after an unconditional (always-
matching) rule — structurally dead under first-match precedence;
`mod/has-catchall?` checks every report gets a decision; `mod/duplicate-rule-names`
+ `mod/rules-ok?` give a one-call well-formedness verdict. No engine run needed.
- [x] **Ext 4 — report linking / dedup** (`lib/mod/link.sx`, +12). `mod/related-ids`
and `mod/reporters-of` find reports about a subject via a Prolog relational query
(`report(Id, _, 'subject')`) — the policy substrate reused for retrieval.
`mod/dedup-reports` collapses identical reports (reporter|subject|reason key,
case-insensitive); `mod/distinct-reporters-of` counts unique reporters.
## Shared-plumbing extraction — post-merge integration note
mod-sx (Prolog) and acl-sx (Datalog, `lib/acl/`, 120/120) independently converged
on the same module shape: `schema / engine / audit / explain / federation / api`.
That parallel is the signal both plans flagged. **Recommendation: do NOT extract
from a loop branch — extract at the architecture-merge integration point, after
both `lib/mod` and `lib/acl` have landed, refactoring both consumers in one change.**
- **Different engines.** acl = Datalog bottom-up (native derivation trees); mod =
Prolog backtracking (proof via per-goal `pl-query-all`). The engine and most of
`explain` are NOT shared — same intent, different mechanism. Don't try to unify them.
- **Genuinely convergent shapes (the only real candidates):**
- **Append-only audit log** — `{seq, payload, retrieve-by-id}`; both have it (~40
lines). Lift to e.g. `lib/guest/audit-log.sx` parameterized by the entry payload.
- **Federation trust/outbox** — advisory-unless-`(trust peer :scope)` + a send
seam; both have it. Lift the trust registry + outbox; keep `:scope` a parameter
(`:mod` vs `:acl`).
- **Trivia not worth a module:** `join-with`, `any?`, `str-contains?`, `distinct`.
- **Why not now:** the branches merge independently; lifting from one leaves the
other's copy un-refactored → duplication, not sharing. Real extraction must touch
both consumers atomically, which only the post-merge integrator can do. Designing
the abstraction also needs both payload shapes in view (only mod's is visible here).
## Progress log
- **Ext 19 — end-to-end triage pipeline, 390/390** (+15). Capstone: one
orchestration call composes domain policy + decide + explain + activity + wire,
and the integration test runs the whole federated path (decide in a domain →
wire → peer → trust-gated apply) across 5 modules. Confirms the subsystem — built
module-by-module — actually composes end to end. mod-sx now spans schema → policy
DSL (boolean algebra + count/score/reporters/burst) → engine + proofs → audit →
lifecycle → SLA → federation (trust/wire/AP) → analytics (trace/whatif/lint/batch)
→ domain policies → pipeline, all on the green lib/prolog substrate, 390 tests.
- **Ext 18 — ergonomic defrule / ruleset, 375/375** (+11). Closes the roadmap's
original `defrule` surface. `fn` supports `&rest` here, and conditions evaluate
to plain data, so no macro is needed — variadic functions give the ergonomics
safely. Equivalence to `mk-rule` is asserted, so it's pure sugar with no new
semantics.
- **Ext 17 — per-domain policy registry, 364/364** (+14). Multi-tenant policy:
the engine already took `rules` as a parameter, so domain-scoping is just a
registry + a default fallback — no engine change. Makes the whole policy
vocabulary (16 prior features) per-domain configurable. Default fallback means
adding a domain can't accidentally leave it unmoderated.
- **Ext 16 — ActivityPub-shaped export, 350/350** (+17). Bridges mod-sx to the
wider rose-ash platform, which propagates cross-domain effects as AP-shaped
activities. Decisions become Flag/Delete/Block activities (keep = no-op); with
the wire format (Ext 14) and fed trust model (Phase 4) the federated moderation
path is now end-to-end: decide → activity/wire → peer → trust-gate → apply.
- **Ext 15 — disjunctive conditions, 333/333** (+10). The condition DSL is now a
full boolean algebra: AND (the :when list), `:not` (NAF), `:any` (Prolog `;`).
cond->goal recurses, so the combinators nest arbitrarily — `:any` of `:not`s, an
`:any` ANDed with a `:not`, etc. — and the proof tree shows the compiled
disjunction verbatim. Maps directly onto Prolog's own control constructs rather
than reimplementing boolean logic in SX.
- **Ext 14 — decision wire format, 323/323** (+16). Fills the federation transport
seam: decisions now serialize to a portable line and parse back, and the
integration test runs the whole federated path end-to-end (serialize on one
instance → trust-gated apply on another). Needed a hand-rolled `split-char`
(loaded env has no split) — over `slice`/`len`, same toolkit as `str-contains?`.
- **Ext 13 — SLA sweep, 307/307** (+15). Two subsystems compose cleanly: lifecycle
states + temporal ticks → "which pending cases have sat too long". Kept lifecycle
pure by having the SLA layer carry entry-time externally (timed-case wrapper)
rather than stamping the case — same separation-of-concerns as keeping the state
machine out of Prolog.
- **Ext 12 — temporal burst detection, 292/292** (+15). Adds the time dimension:
a windowed count distinguishes a burst from slow accumulation, where the plain
count rule cannot. Time is a supplied tick (`:at`), keeping everything
deterministic and testable — no clock primitive. Fifth report field (`:at`)
threaded through the rebuild helpers, same non-breaking pattern as
evidence/attrs/signals; all 277 prior tests stayed green.
- **Ext 11 — batch triage + corpus analytics, 277/277** (+17). Operational layer:
triage a queue, histogram the outcomes, and measure rule coverage over real
data. `never-fired` pairs with lint (Ext 5) — static "can't fire" vs empirical
"didn't fire" — giving policy authors both views of dead rules. Histogram avoids
dict mutation by counting over a fixed action vocabulary.
- **Ext 10 — policy what-if / impact, 260/260** (+13). Decisions are now
comparable across rule sets — diff one report, or batch a whole set and surface
only the flips. Pure SX over `decide-report`, no engine change. Closes the
policy-authoring loop alongside lint (Ext 5) and trace (Ext 9): lint checks
well-formedness, trace explains one report, what-if measures a change's blast
radius before it ships.
- **Ext 9 — policy dry-run trace, 247/247** (+15). Whole-rule-set diagnostics over
the proof machinery: every rule's fire/no-fire and the goal that decided it. The
winner agrees with `decide-report` by construction (first proved = pl-query-one),
cross-checked in a test. Turns the proof tree from a per-decision artifact into a
policy-debugging tool.
- **Ext 8 — quorum over distinct reporters, 232/232** (+9). Distinct-reporter
consensus via Prolog `setof`/`length`, requiring a second engine variant that
asserts all reports (the base engine deliberately scopes facts to the decided
report). Demonstrates the substrate handles set-aggregation, and that the
brigade case (one actor, many reports) is defeated by counting reporters not
reports. `^` existential doesn't parse here — `setof(B, p(_,B,S), …)` with `_`
gives the distinct set in one solution.
- **Ext 7 — repeat-offender escalation, 223/223** (+19). Decisions can now depend
on history: the append-only audit log is read back as evidence, and a subject
with k prior sanctions has its next sanction upgraded to `:ban`. Closes the loop
between audit (Phase 2) and policy — the trail isn't just a record, it feeds
future decisions. Non-sanction outcomes never escalate (verified: a clean post
that the count rule escalates stays `:escalate`, never `:ban`).
- **Ext 6 — strictest-wins strategy, 204/204** (+14). A second decision strategy
alongside first-match: collect all proven rules and apply the harshest sanction.
Shows the substrate supports more than one precedence policy over the same rule
facts — `pl-query-all` for the full match set, severity ranking in SX. Verified
it diverges from first-match exactly when rule order and severity disagree.
- **Ext 5 — policy lint, 190/190** (+14). Static analysis of the rule set itself,
catching the failure modes first-match precedence makes easy: dead rules after a
catch-all, missing catch-all (undecided reports), duplicate names. `mod/rules-ok?`
is a single well-formedness gate a policy author can assert in their own tests.
- **Ext 4 — report linking / dedup, 176/176** (+12). Relational retrieval
(`related-ids`, `reporters-of`) reuses the Prolog substrate for *querying* report
clusters, not just deciding them — `report(Id, _, 'subject')` by unification.
Dedup is pure SX over a normalized link key. Own suite (`tests/link.sx`) — going
forward, new extensions get their own test file rather than growing
`extensions.sx`. With roadmap + 4 extensions the subsystem now spans schema →
policy DSL (6 condition types) → engine + proofs → audit → lifecycle →
federation → explanation → linking, all on the green `lib/prolog` substrate.
- **Ext 3 — proof explanation, 164/164** (+10). `mod/explain` turns the Phase-2
proof tree into human-readable text — the audit trail's "why" made legible. Pure
SX over existing decision data; no engine change. Renders unification bindings
inline (`{B=ann, N=3, S=dave}`) so a moderator sees exactly which facts proved
the decision.
- **Ext 2 — weighted/aggregate scoring, 154/154** (+8). `:signals` + the
`(:score-at-least N)` condition push aggregation into Prolog
(`aggregate_all(sum(W), …)`), so low-confidence signals can accumulate to a
takedown. The schema's report-rebuild helpers (`report*` / `with-*`) now thread
six fields; each addition stays non-breaking because empty collections project
to empty fact blocks. Default policy and its 132 tests untouched (proven via
custom rule sets).
- **Ext 1 — negation-as-failure, 146/146** (+14). `:attr` and `:not` conditions
give the policy closed-world reasoning. The substrate's negation is a functor
(`not(Goal)`), not the ISO prefix `\+` operator (that doesn't parse here) —
noted for any future negation work. Kept the default rule set and its 132 tests
untouched by proving the feature through custom rule sets instead.
- **Phase 4 complete — 132/132** (+26 fed). **Full roadmap done.** Federation:
cross-instance reports, decision sharing, advisory-by-default trust, revocation.
fed-sx is mocked behind `mod/fed-send!` (in-memory outbox) — the only seam a real
transport must replace. The hard rule is enforced: a peer's decision binds
locally only under `(mod/trusted? peer :mod)`; otherwise it is recorded as a
suggestion and never auto-applied. Revocation composes with the proof model from
Phase 2 — `mod/fed-revoke-if-invalidated` re-runs the *same* engine and undoes a
moderation only when the action it once proved no longer holds (an exoneration
evidence flips hide→keep, triggering revocation + an origin-bound revocation
message).
- **Liftable (acl-sx watch):** the trust registry (`grant`/`revoke`/`trusted?`
over `{:peer :scope}`) and the outbox/send! seam are generic federation
plumbing; candidates for `lib/guest/` if acl-sx grows a federation phase.
- **Phase 3 complete — 106/106** (+46 escalation). Lifecycle state machine,
auto/human tiers, appeal-override, and an api façade. The state machine is a
pure SX module (`lib/mod/lifecycle.sx`) over the engine — policy stays in
Prolog, lifecycle stays out of it, per the design constraint. Cases are
immutable values threaded through transitions; illegal moves set `:error`
rather than throwing (the env's error handling is untested, so this keeps tests
deterministic). Tier logic: triage runs the engine, an `:escalate` action parks
the case at the human tier where `mod/case-resolve` is blocked until
`mod/case-review` supplies evidence. Appeal-override works because the new
`exonerated-keep` rule sits at top precedence — appeal evidence re-runs the same
engine and a higher-precedence clause wins. The api façade (`mod/triage` …
`mod/finalize`) keeps a per-report case registry and logs each committed
decision to the Phase-2 audit trail, so lifecycle + audit compose.
- **Gotcha:** `sx_insert_near` inserts only the FIRST top-level form of a
multi-form source — silently drops the rest (byte count barely changes). For
multi-form additions, rewrite the file with `sx_write_file`.
- **Phase 2 complete — 60/60** (+29 audit). Evidence accumulation, constructive
proof trees, append-only audit log. A decision's `:proof :goals` is a real
derivation: each body goal is re-queried against the same Prolog DB with the
report id bound, so the count rule's proof carries `N=3, S=<subject>` straight
from unification — not a reconstruction. Evidence is asserted as
`evidence(Id, 'kind', 'val')`; the new `reviewer-remove` rule (placed first =
highest precedence) lets human review override automated classification.
`mod/decide` now commits each decision to the audit log with the evidence
snapshot in force at decision time. Unknown predicates in this Prolog fail
gracefully (verified) — so an evidence-less report safely falls through the
reviewer rule without an existence error.
- **Liftable (acl-sx watch):** the proof-tree builder (`mod/proof-goals` —
re-query-each-goal) and the append-only log shape are both generic. Both
subsystems are now past Phase 2; next time either touches plumbing, evaluate
lifting `proof-goals` + the audit-log primitives into `lib/guest/`.
- **Phase 1 complete — 31/31.** Report schema, keyword classifier, policy DSL,
engine, registry api, conformance harness. Decisions are proofs: each carries
`:rule` (matching clause), `:proof {:rule :conditions :evidence :count}`.
Precedence is Prolog clause order resolved by `pl-query-one`; a trailing
`true`-bodied default rule makes "no rule matched" a real `:keep`, not a query
failure. Evidence (spam/abuse classification) derived in SX and asserted as
`classification/2` facts; repeated-report escalation uses a genuine Prolog
join + arithmetic (`report(Id,_,S), report_count(S,N), N >= 3`).
- **Gotcha (env):** loading the prolog libs strips `includes?` (and other
high-level string prims) from the eval env — only the set the prolog
tokenizer itself uses survives (`slice`, `len`, `nth`, `=`, `join`,
`downcase`, `map`, `reduce`, `append!`). Implemented `mod/str-contains?` over
`slice`/`len` rather than relying on `includes?`. Watch for this in later
phases — stick to the blessed primitive set.
- **Liftable (acl-sx watch):** `mod/join-with`, `mod/str-contains?`, `mod/any?`,
and the rule→clause compilation shape are generic rule-engine plumbing. Do not
extract to `lib/guest/` until both mod-sx and acl-sx are past Phase 2.
## Blockers
(none)